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kaushalrog/README.md

About Me

Kaushal Reddy | AI & Data Science Undergraduate Student from India 🇮🇳

I'm passionate about building intelligent systems that solve real-world problems. Currently exploring the intersection of Deep Learning, Computer Vision, and Robotics through hands-on projects and research.

Current Focus Areas

  • Medical Imaging AI - CT Reconstruction using ADMM optimization and Deep Image Prior
  • Robotics - Autonomous systems, kinematics, and intelligent motion planning
  • Smart Cities - AI-powered traffic management and metro scheduling systems
  • Deep Learning - Neural architectures and optimization frameworks

What I'm Learning

Building practical AI applications while strengthening foundations in machine learning theory, optimization algorithms, and system design.


Technologies & Tools

Languages

Python C++ Java MATLAB

AI/ML Frameworks

PyTorch TensorFlow scikit-learn OpenCV

Tools & Platforms

Linux Git Jupyter VS Code



Research Interests


AI

Deep Learning

Neural Networks
Computer Vision
Transfer Learning


Medical

Medical Imaging

CT Reconstruction
Inverse Problems
Optimization


Robotics

Robotics

Autonomous Systems
Motion Planning
Control Systems


Smart Systems

Smart Systems

Traffic Management
Decision Support
Optimization


Connect With Me



** Open to collaborations, research discussions, and learning opportunities!**


Support My Learning Journey

If you find my projects helpful or interesting, consider supporting my studies!


"Learning today, building tomorrow"


Pinned Loading

  1. -Machine-Learning-Driven-Structure-Property-Correlation-for-Mechanical-Design-of-Alloys -Machine-Learning-Driven-Structure-Property-Correlation-for-Mechanical-Design-of-Alloys Public

    This project uses machine learning to predict the phase structure of alloys based on their composition, thermodynamic properties, and processing parameters. Predicting alloy phases is critical in m…

    Python 3 1

  2. ids---System ids---System Public

    This project introduces a new approach: instead of analyzing web request content, the system detects attacks by monitoring the operating system–level behavioral changes caused by malicious activity.

    Python 2

  3. mcdip-admm-ct-reconstruction mcdip-admm-ct-reconstruction Public

    An unsupervised CT image reconstruction project using the ADMM optimization framework combined with Deep Image Prior (DIP). The approach employs a Multi-Code DIP ensemble to reduce overfitting and …

    Jupyter Notebook 2

  4. TrafficFlowAI TrafficFlowAI Public

    The main goal of the TrafficFlow AI web platform is to assist city governments and traffic police officers in properly managing or controlling traffic flow by implementing a decision support tool u…

    HTML 2 1

  5. Ranjith-7777/ABiZ Ranjith-7777/ABiZ Public

    JavaScript 1

  6. digitrecognition digitrecognition Public

    Python 1